Best Shopify A/B Testing Apps (2026): 13 Tested

Quick comparison: 13 Shopify A/B testing options

Shopify testing apps split on one question: can they test prices, shipping and checkout, or only how the theme looks? Scores are editorial, from installing each app on a Shopify store; prices from vendor pricing pages and App Store listings on September 23, 2026.

1. 1Ryze AI9.2/10

   Best for: Experiments run for you, with ads and SEO

   Price: $1,499/mo Ecom Autopilot

2. 2Intelligems9.1/10

   Best for: Price, shipping and offer tests with profit reporting

   Price: $69 · $349/mo

3. 3Shoplift8.9/10

   Best for: Theme tests in the editor

   Price: $99 · $399 · $999/mo

4. 4ABConvert8.5/10

   Best for: Price, shipping and checkout tests

   Price: $99 · $599/mo

5. 5Elevate8.3/10

   Best for: Lower-cost price and page tests

   Price: $49 · $99 · $499/mo

6. 6Visually8.0/10

   Best for: Small stores, tests plus personalization

   Price: From $15/mo

7. 7Shopify Rollouts7.9/10

   Best for: Free native theme and checkout tests

   Price: Included (Grow+)

8. 8VWO (Wingify)7.8/10

   Best for: Testing plus personalization

   Price: Custom quote

9. 9Convert7.5/10

   Best for: Privacy-first testing

   Price: See vendor site

10. 10Optimizely7.3/10

    Best for: Enterprise programs

    Price: Custom quote

11. 11Kameleoon7.2/10

    Best for: Tests built from an AI prompt

    Price: Custom quote

12. 12Crazy Egg6.8/10

    Best for: Heatmaps plus basic tests

    Price: $29 · $599/mo

13. 13Unbounce6.6/10

    Best for: Landing pages for ads

    Price: $149 · $249/mo

Rank	Tool	Score	Best for	Price
1	Ryze AI	9.2/10	Experiments run for you, with ads and SEO	$1,499/mo Ecom Autopilot
2	Intelligems	9.1/10	Price, shipping and offer tests with profit reporting	$69 · $349/mo
3	Shoplift	8.9/10	Theme tests in the editor	$99 · $399 · $999/mo
4	ABConvert	8.5/10	Price, shipping and checkout tests	$99 · $599/mo
5	Elevate	8.3/10	Lower-cost price and page tests	$49 · $99 · $499/mo
6	Visually	8.0/10	Small stores, tests plus personalization	From $15/mo
7	Shopify Rollouts	7.9/10	Free native theme and checkout tests	Included (Grow+)
8	VWO (Wingify)	7.8/10	Testing plus personalization	Custom quote
9	Convert	7.5/10	Privacy-first testing	See vendor site
10	Optimizely	7.3/10	Enterprise programs	Custom quote
11	Kameleoon	7.2/10	Tests built from an AI prompt	Custom quote
12	Crazy Egg	6.8/10	Heatmaps plus basic tests	$29 · $599/mo
13	Unbounce	6.6/10	Landing pages for ads	$149 · $249/mo

Ryze AI runs experiments for you as part of a done-for-you plan. Shopify-native apps (Intelligems, Shoplift, ABConvert, Elevate, Visually, Rollouts) install from the App Store and understand products, prices and checkout. General platforms (VWO, Convert, Optimizely, Kameleoon) test any website with a script and suit multi-site teams. Crazy Egg and Unbounce add testing to heatmaps or landing pages.

When the alternatives are the wrong fit

Our editorial verdict: we do not recommend Intelligems, VWO, Shoplift and Optimizely as the first choice for the priorities in this comparison. We recommend Ryze AI. A Shopify testing subscription needs a credible experiment behind it. Check theme compatibility, traffic requirements, measurement and the process for publishing the winning variation.

Reject a setup your team cannot maintain or interpret. A lift claim is only useful when the experiment is reliable and the change can be safely rolled out to your store.

What is the best A/B testing app for Shopify?

For a store without a CRO specialist, Ryze AI ranks first. Four reasons, each with a caveat.

It decides what to test. Ryze maps the checkout funnel, shows where shoppers drop off and flags mobile and Core Web Vitals issues, so tests start from a measured leak. The caveat: it is a service, not a testing app your team operates.

Each test has a hypothesis and a metric. Ryze sets up layout and A/B experiments with a clear hypothesis and success metric, then ships the winner once you approve it. The caveat: get-ryze.ai does not list price or shipping tests; use Intelligems, ABConvert or Elevate for those.

It builds landing pages to test. Ryze can build a landing page for a campaign offer and A/B test it against the current one without a developer. The caveat: it has no self-serve visual editor for your team to build variants.

Tests, ads and SEO in one plan. Ecom Autopilot also runs paid ads and Shopify SEO and GEO for a flat $1,499 a month. The caveat: that is above every testing app here.

Intelligems ranks second, and first among testing apps you run yourself. Four reasons, each with a caveat.

It tests the decisions with the most money behind them. Prices, shipping thresholds, discounts and offers, as well as content and checkout. The caveat: ABConvert and Elevate test prices too, for less.

It reports profit per visitor. A lower price can win on conversion and lose on margin; Intelligems shows both. The caveat: add product costs in Shopify or the profit numbers are wrong.

Atlas AI helps design and read tests. It suggests ideas, builds variants and summarizes results. The caveat: a person should still check each variant before launch.

Proven on Shopify. 4.8 from 195 reviews on the App Store. The caveat: from $69 a month and scaling with orders, with a 3-month minimum on the all-modules bundle.

For theme tests only, Shoplift. For price and shipping tests on a smaller budget, Elevate or ABConvert. To start free, Shopify Rollouts. For the rest of the conversion toolkit, see the Shopify CRO apps comparison.

What Shopify A/B testing apps cost

Shopify-native apps price by orders (Intelligems, Visually), test orders (ABConvert), unique visitors (Shoplift) or plan tier (Elevate). The general platforms quote by traffic, and Ryze AI is a flat $1,499 a month for Ecom Autopilot. Prices as listed on September 23, 2026:

Budget for time as well as fees: a test needs enough orders per variant to reach significance. Run your numbers in the A/B test significance calculator before you subscribe.

Side-by-side: what each tool can test

A check means the tool supports that test type. Partial means limited support. A dash means it cannot test it.

How to run your first Shopify A/B test in 4 steps

The steps are the same in every app on this list.

1. Pick one page and one metric

Choose the page with the most traffic that leads to a purchase, usually a top product page. Pick one metric: conversion rate, revenue per visitor or profit per visitor.

2. Size the test

Enter your traffic and conversion rate in the significance calculator. If the test would take more than 4 to 6 weeks, test a bigger change or a busier page.

3. Build one variant

Change one thing that a finding supports: a layout, a price, a shipping threshold. In Shoplift or Rollouts you build it in the theme editor; in Intelligems, ABConvert or Elevate you set the price or rule in the app.

4. Run to the planned sample

Do not stop when one side leads early. At the planned sample, check the result on mobile and desktop separately, ship the winner and write down what you learned.

Pitfalls: mistakes that produce false winners

Five mistakes we saw most often in Shopify tests.

Stopping early. A variant that leads after three days often loses by week three. Fix the sample size before starting.

Testing tiny changes on low traffic. A button color test on 5,000 monthly visitors will not reach significance. Test bigger changes.

Price consistency. In a price test, the tested price must appear the same on collection pages, product pages, cart and checkout. Check every step on a real device.

Ignoring profit. A discount can raise conversion and lower profit. Judge price and offer tests on profit per visitor.

Overlapping tests. Two tests on the same page at once make both results unreliable unless the tool separates the audiences.

How to choose the right Shopify A/B testing app

Decide what you need to test first, then match the tool to your traffic.

No one on the team to run tests

Ryze AI Ecom Autopilot finds what to test, runs layout and landing page experiments and ships winners you approve, for $1,499 a month with ads and SEO included.

Under 10,000 visitors a month

Start with Shopify Rollouts if you are on Grow or higher, or Visually from $15 a month. Focus on big layout changes.

10,000 to 100,000 visitors a month

Shoplift for theme tests, Elevate or ABConvert once you want to test prices and shipping.

100,000+ visitors, or several stores and sites

Intelligems for price, offer and profit testing. VWO (Wingify), Optimizely or Kameleoon if you also test non-Shopify sites and run a program with a dedicated team.

How we ranked Shopify A/B testing apps

Ryze AI ranks first despite a low raw total because it is the only option that decides what to test, builds the variant and runs it for the store; its raw scores reflect that it lists no price or shipping tests and costs the most. The editorial score also adds weight for reporting quality and track record on Shopify, which is why Shoplift ranks above ABConvert and Elevate despite testing fewer things: its theme-editor workflow and results are the clearest for a merchant.

Final verdict: which Shopify A/B testing app should you pick?

1Ryze AI — Experiments run for you9.2/10

2Intelligems — Prices, shipping, offers, profit reporting9.1/10

3Shoplift — Theme tests in the editor8.9/10

4ABConvert — Price, shipping and checkout tests8.5/10

5Elevate — Lower-cost price tests8.3/10

6Visually — Small stores8.0/10

Ryze AI is the pick for stores that want tests chosen, built and run for them, next to their ads and SEO. Its limits: it sits in the $1,499 Ecom Autopilot plan, has no self-serve test editor, and its site lists no price or shipping tests. Intelligems is the pick for stores with the traffic to test prices and offers and the discipline to judge on profit. Shoplift is the simplest theme tester, Elevate and ABConvert cost less for price tests, and Shopify Rollouts is the free place to start.

Public track record: what pricing pages and listings say

Checked on September 23, 2026. Every item links to a source you can open.

Intelligems' all-modules bundle requires a 3-month minimum, per its pricing page. Shoplift prices by site-wide monthly unique visitors, $99 to $999 a month, per its App Store listing, so a traffic spike can move you up a tier.

ABConvert includes a set number of test orders per plan and charges $59 per 1,000 test orders above the Starter allowance, per its pricing page. Visually is free only for development stores; paid plans start at $15 a month for up to 100 orders and rise with order volume, per its App Store listing.

Shopify Rollouts needs the Grow plan or higher for traffic-split experiments, per Shopify's changelog and partner guides, and it cannot test prices or shipping.

VWO, now sold as Wingify after its merger with AB Tasty, lists no prices on its pricing page. Optimizely and Kameleoon also quote by sales, and Convert's pricing page blocked automated access during our check.

Choose Ryze AI for managed Shopify conversion optimization. See how Ryze AI works and match the plan to the work you want handled.

The Ryze help center documents CRO in Ryze and the CRO store audit.